Books  Ecological & Biological Sciences  Data Analysis & Modelling  Data Analysis & Statistics 

Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA, Volume 1: Using GLM and GLMM

Handbook / Manual

Series: Highland Statistics’ Beginner’s Guide Series

By: Alain F Zuur(Author), Elena N Ieno(Author), Anatoly A Saveliev(Author)

362 pages, colour & b/w illustrations, tables

Highland Statistics Ltd.

Paperback | Jan 2017 | #239356 | ISBN-13: 9780957174191
Availability: Usually dispatched within 1-2 weeks Details
NHBS Price: £157.00 $205/€178 approx

About this book

This title consists of two volumes. Volume 1 explains how to apply linear regression models, generalised linear models (GLM), and generalised linear mixed-effects models (GLMM) to spatial, temporal, and spatial-temporal data, which is typical of the messy, real-world data obtained by biologists. The models that will be employed use the Gaussian and gamma distributions for continuous data, the Poisson and negative binomial distributions for count data, the Bernoulli distribution for absence–presence data, and the binomial distribution for proportional data. Examples of datasets analysed include spatial plant diversity, time-series data, orange crowned warbler count data, and spatial-temporal data on coral disease.


Related titles

Recommended Reading

Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA, Volume 2

This title consists of two volumes. Volume 2 explains how to apply...

NHBS Price: £195.00 $254/€221 approx
More 

Write a review

There are currently no reviews for this book. Be the first to review this book!

Bestsellers in this subject

Statistics for Ecologists Using R and Excel

NHBS Price: £34.99 $46/€40 approx

Statistics for Archaeologists

NHBS Price: £54.99 $72/€62 approx

A First Course in Statistical Programming with R

NHBS Price: £34.99 $46/€40 approx

Handbook of Meta-analysis in Ecology and Evolution

NHBS Price: £60.99 $80/€69 approx

VAT: GB 407 4846 44
NHBS Ltd is registered in England and Wales: 1875194